{"id":"W4406455405","doi":"10.1016/j.ymed.2014.05.019","title":"10.1016/j.ymed.2014.05.019","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Colistin; Medicine; Ventilator-associated pneumonia; Pneumonia; Aerosolization; Gram-negative bacteria; Gram-negative bacterial infections; Intensive care medicine; Microbiology; Antibiotics; Internal medicine; Anesthesia; Inhalation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005766961,0.0007168679,0.0003709525,0.001087819,0.0008309943,0.001914805,0.000745219,0.002653158,0.8445199],"category_scores_gemma":[0.001730962,0.0002897221,0.0004492531,0.0004776703,0.000652139,0.001782341,0.001003234,0.001452202,0.7227523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007803923,"about_ca_system_score_gemma":0.001212367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002214156,"about_ca_topic_score_gemma":0.002172374,"domain_scores_codex":[0.9997241,0.00003009896,0.0000243694,0.00005640446,0.00007400826,0.00009102537],"domain_scores_gemma":[0.9989428,0.0001569281,0.0001416106,0.00004378114,0.0002035745,0.0005112379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004083356,0.0004772174,0.01578698,0.0005220321,0.00004660273,0.0007621885,0.0001824009,0.0001769319,0.0005913005,0.004601186,0.3708707,0.6055741],"study_design_scores_gemma":[0.00009630896,0.0002189428,0.01654102,0.001549974,0.00005175218,0.006874524,0.0006354343,0.000283477,0.0004906361,0.004704412,0.9685185,0.00003504103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01409343,0.02011249,0.002067131,0.02196568,0.00494626,0.0001162857,0.003985956,0.001377457,0.9313353],"genre_scores_gemma":[0.04702932,0.00840636,0.002048662,0.004965837,0.00185893,0.0000994876,0.002518791,0.000266171,0.9328063],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1554801,"threshold_uncertainty_score":0.2217735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007073461423033838,"score_gpt":0.2162087978582084,"score_spread":0.2091353364351746,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}